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Machine Learning (ML)

A subset of AI where systems learn and improve from experience without being explicitly programmed.

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Definition

Machine Learning is a method of data analysis that automates analytical model building. It enables computers to learn from data, identify patterns, and make decisions with minimal human intervention.

  • **Key Types:**
  • Supervised Learning: Training on labeled data (classification, regression)
  • Unsupervised Learning: Finding patterns in unlabeled data (clustering)
  • Reinforcement Learning: Learning through trial and error with rewards

Examples

Spam filters learning to identify spam emails, Netflix recommendations based on viewing history.

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Discussion

Machine Learning (ML) | AI Glossary | A2Z AI